LEADER 07446nam 22007695 450 001 996465685403316 005 20200701040733.0 010 $a3-540-39907-0 024 7 $a10.1007/b12009 035 $a(CKB)1000000000212136 035 $a(SSID)ssj0000321416 035 $a(PQKBManifestationID)11255090 035 $a(PQKBTitleCode)TC0000321416 035 $a(PQKBWorkID)10281676 035 $a(PQKB)11537084 035 $a(DE-He213)978-3-540-39907-0 035 $a(MiAaPQ)EBC3087248 035 $a(PPN)155235370 035 $a(EXLCZ)991000000000212136 100 $a20121227d2003 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aArtificial Intelligence in Medicine$b[electronic resource] $e9th Conference on Artificial Intelligence in Medicine in Europe, AIME 2003, Protaras, Cyprus, October 18-22, 2003, Proceedings /$fedited by Michel Dojat, Elpida Keravnou, Pedro Barahona 205 $a1st ed. 2003. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2003. 215 $a1 online resource (XIV, 394 p.) 225 1 $aLecture Notes in Artificial Intelligence ;$v2780 300 $aIncludes index. 311 $a3-540-20129-7 327 $aTemporal Reasoning -- On-Line Extraction of Successive Temporal Sequences from ICU High-Frequency Data for Decision Support Information -- Quality Assessment of Hemodialysis Services through Temporal Data Mining -- Idan: A Distributed Temporal-Abstraction Mediator for Medical Databases -- Prognosis of Approaching Infectious Diseases -- Modeling Multimedia and Temporal Aspects of Semistructured Clinical Data -- NEONATE: Decision Support in the Neonatal Intensive Care Unit ? A Preliminary Report -- Abstracting the Patient Therapeutic History through a Heuristic-Based Qualitative Handling of Temporal Indeterminacy -- Ontology, Terminology -- How to Represent Medical Ontologies in View of a Semantic Web? -- Using Description Logics for Managing Medical Terminologies -- Ontology for Task-Based Clinical Guidelines and the Theory of Granular Partitions -- Speech Interfaces for Point-of-Care Guideline Systems -- Text Categorization prior to Indexing for the CISMEF Health Catalogue -- Bodily Systems and the Modular Structure of the Human Body -- Image Processing, Simulation -- Multi-agent Approach for Image Processing: A Case Study for MRI Human Brain Scans Interpretation -- Qualitative Simulation of Shock States in a Virtual Patient -- 3D Segmentation of MR Brain Images into White Matter, Gray Matter and Cerebro-Spinal Fluid by Means of Evidence Theory -- A Knowledge-Based System for the Diagnosis of Alzheimer?s Disease -- Guidelines, Clinical Protocols -- DEGEL: A Hybrid, Multiple-Ontology Framework for Specification and Retrieval of Clinical Guidelines -- Experiences in the Formalisation and Verification of Medical Protocols -- Enhancing Conventional Web Content with Intelligent Knowledge Processing -- Linking Clinical Guidelines with Formal Representations -- Computerised Advice on Drug Dosage Decisions in Childhood Leukaemia: A Method and a Safety Strategy -- The NewGuide Project: Guidelines, Information Sharing and Learning from Exceptions -- Managing Theoretical Single-Disease Guideline Recommendations for Actual Multiple-Disease Patients -- Informal and Formal Medical Guidelines: Bridging the Gap -- Terminology, Natural Language -- Rhetorical Coding of Health Promotion Dialogues -- Learning Derived Words from Medical Corpora -- Learning-Free Text Categorization -- Knowledge-Based Query Expansion over a Medical Terminology Oriented Ontology on the Web -- Linking Rules to Terminologies and Applications in Medical Planning -- Machine Learning -- Classification of Ovarian Tumors Using Bayesian Least Squares Support Vector Machines -- Attribute Interactions in Medical Data Analysis -- Combining Supervised and Unsupervised Methods to Support Early Diagnosis of Hepatocellular Carcinoma -- Analysis of Gene Expression Data by the Logic Minimization Approach -- A Journey trough Clinical Applications of Multimethod Decision Trees -- Probabilistic Networks, Bayesian Models -- Detailing Test Characteristics for Probabilistic Networks -- Bayesian Learning of the Gas Exchange Properties of the Lung for Prediction of Arterial Oxygen Saturation -- Hierarchical Dirichlét Learning ? Filling in the Thin Spots in a Database -- A Bayesian Neural Network Approach for Sleep Apnea Classification -- Probabilistic Networks as Probabilistic Forecasters -- Finding and Explaining Optimal Treatments -- Case Based Reasoning, Decision Support -- Acquisition of Adaptation Knowledge for Breast Cancer Treatment Decision Support -- Case Based Reasoning for Medical Decision-Support in a Safety Critical Environment -- Constraint Reasoning in Deep Biomedical Models -- Interactive Decision Support for Medical Planning -- Compliance with the Hyperlipidaemia Consensus: Clinicians versus the Computer -- WoundCare: A Palm Pilot-Based Expert System for the Treatment of Pressure Ulcers -- VIE-DIAB: A Support Program for Telemedical Glycaemic Control -- Data Mining, Knowledge Discovery -- Drifting Concepts as Hidden Factors in Clinical Studies -- Multi-relational Data Mining in Medical Databases -- Invited Talks -- Is It Time to Trade ?Wet-Work? for Network? -- Robots as Models of the Brain: What Can We Learn from Modelling Rat Navigation and Infant Imitation Games?. 410 0$aLecture Notes in Artificial Intelligence ;$v2780 606 $aGeneral practice (Medicine) 606 $aMedicine 606 $aArtificial intelligence 606 $aHealth informatics 606 $aDatabase management 606 $aInformation storage and retrieval 606 $aGeneral Practice / Family Medicine$3https://scigraph.springernature.com/ontologies/product-market-codes/H24003 606 $aBiomedicine, general$3https://scigraph.springernature.com/ontologies/product-market-codes/B0000X 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aHealth Informatics$3https://scigraph.springernature.com/ontologies/product-market-codes/H28009 606 $aDatabase Management$3https://scigraph.springernature.com/ontologies/product-market-codes/I18024 606 $aInformation Storage and Retrieval$3https://scigraph.springernature.com/ontologies/product-market-codes/I18032 615 0$aGeneral practice (Medicine). 615 0$aMedicine. 615 0$aArtificial intelligence. 615 0$aHealth informatics. 615 0$aDatabase management. 615 0$aInformation storage and retrieval. 615 14$aGeneral Practice / Family Medicine. 615 24$aBiomedicine, general. 615 24$aArtificial Intelligence. 615 24$aHealth Informatics. 615 24$aDatabase Management. 615 24$aInformation Storage and Retrieval. 676 $a610/.285/63 702 $aDojat$b Michel$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKeravnou$b Elpida$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aBarahona$b Pedro$4edt$4http://id.loc.gov/vocabulary/relators/edt 712 12$aConference on Artificial Intelligence in Medicine in Europe 906 $aBOOK 912 $a996465685403316 996 $aArtificial Intelligence in Medicine$9771869 997 $aUNISA LEADER 12988nam 22008895 450 001 996465950703316 005 20200701013937.0 010 $a3-642-25975-8 024 7 $a10.1007/978-3-642-25975-3 035 $a(CKB)3360000000365820 035 $a(SSID)ssj0000666181 035 $a(PQKBManifestationID)11393126 035 $a(PQKBTitleCode)TC0000666181 035 $a(PQKBWorkID)10664405 035 $a(PQKB)10790679 035 $a(DE-He213)978-3-642-25975-3 035 $a(MiAaPQ)EBC6307094 035 $a(MiAaPQ)EBC5577631 035 $a(Au-PeEL)EBL5577631 035 $a(OCoLC)1066193613 035 $a(PPN)159086302 035 $a(EXLCZ)993360000000365820 100 $a20120224d2011 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt 182 $cc 183 $acr 200 10$aKnowledge Science, Engineering and Management$b[electronic resource] $e5th International Conference, KSEM 2011, Irvine, CA, USA, December 12-14, 2011. Proceedings /$fedited by Hui Xiong, W.B. Lee 205 $a1st ed. 2011. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2011. 215 $a1 online resource (XIV, 474 p.) 225 1 $aLecture Notes in Artificial Intelligence ;$v7091 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-25974-X 327 $aIntro -- Title -- Preface -- Organization -- Table of Contents -- Regular Papers -- A Wavelet-Based Method for Detecting Seismic Anomalies in DEMETER Satellite Data -- Introduction -- Earthquakes and Data -- Methodology -- Data Selection -- Experimental Procedure -- Results and Discussion -- Puer Earthquake -- Wenchuan Earthquake -- Conclusion -- References -- Interest Logic and Its Application on the Web -- Introduction -- The Interest Logic -- The Language of Interest Logic -- The Semantics of Interest Logic -- Axiomatization -- Characteristics of Interests -- Relevance of Interests -- Conflicts of Interests -- Structural Characteristics of Interests -- Extensions of Interest Logic -- Epistemic Interest Logic -- Temporal Interest Logic -- Interest Logic in Web Applications -- Interests in Web-Based Social Networks -- Interests Fusion on the Decentralized Web -- Compound Interest Recommendation Based on Co-occurrent Analysis -- Personalized Web Search Refinement Based on User Interests -- Query Expansion Based on Interests Semantic Similarity -- Conclusion and Future Work -- References -- Ensemble Learning for Customers Targeting -- Introduction -- Basic Learning Method -- The Proposed Ensemble Learning Approach -- How to Construct Base Learning Hypotheses -- Random Sampling -- Feature Selection -- Ensemble Learning -- Empirical Study -- Dataset Description -- Performance Comparison of Prediction Models -- Interpretability -- Conclusions -- References -- An Approach to Generating Proposals for Handling Inconsistent Software Requirements -- Introduction -- Preliminaries -- Measuring the Degree of Disputability -- Generating Appropriate Proposals for Handling Inconsistency -- Related Work -- Conclusion -- References -- Enforcing Logically Weaker Knowledge in Classical Logic -- Introduction -- Logical Background -- Logical Characterization. 327 $aA General Solution -- Computational Investigations -- Related Works -- Conclusions and Perspectives -- References -- Gaussian Process for Recommender Systems -- Introduction -- Gaussian Process Model -- Problem Definition -- Model Based Prediction -- Computational Complexity -- Regularized Gaussian Process -- Training -- Experimental Evaluation -- Experimental Setup -- Results and Discussions -- Related Work -- Concluding Remarks -- References -- A Hybrid Approach for Measuring Semantic Similarity between Ontologies Based on WordNet -- Introduction -- Related Work -- Our Proposed Method -- WordNet and Related Concept -- Semantic Similarity Measurement between Ontologies in Elemental Level -- Semantic Similarity Measurement between Ontologies in Structural Level -- Experimental Results and Evaluation -- Conclusion -- References -- A Recipe Recommendation System Based on Automatic Nutrition Information Extraction -- Introduction -- Related Work -- A Goal-Oriented Food Recommendation System -- System Configuration -- The Co-occurrence Dictionary -- Ingredient Nutrient Database -- Nutritional Information Database -- System Overview -- System Flow -- System Output -- Performance Evaluation of the System -- Recommendation Accuracy -- Evaluation System Trial -- Conclusion and Future Work -- References -- Analyzing Tag Distributions in Folksonomies for Resource Classification -- Introduction -- Social Tagging -- Datasets -- Studied Social Tagging Sites -- Generation Process of Datasets -- Statistics and Analysis of the Datasets -- Tag Weighting Functions -- TF-IDF as a Term Weighting Function -- TF-IDF for Tags -- Tag-Based Classification -- Conclusions -- References -- Time Series Similarity Measure Based on the Function of Degree of Disagreement -- Introduction -- Function of Degree of Disagreement -- Time Series Similarity Measure Based on FDOD. 327 $aUnivariate Time Series Similarity Measure Based on FDOD -- Multivariate Time Series Similarity Measure Based on FDOD -- Experimental Results -- Synthetic Univariate Time Series Data -- Stock Data -- Model-Generated Multivariate Time Series Data -- Conclusions -- References -- A Resource Recommendation Method Based on User Taste Diffusion Model in Folksonomies -- Introduction -- Methodology -- Preliminaries -- User Taste Diffusion Model -- User Taste Initialization -- Recommending Process -- Experimental Results and Analyses -- Data and Experiment Design -- Evaluation Metrics -- Results Analyses -- Conclusion -- References -- Automatically Constructing Concept Hierarchies of Health-Related Human Goals -- Introduction -- Health-Related Human Goals -- Health Related Goals from Search Query Logs -- Golden Standard -- Goal Concept Hierarchy -- Experimental Setup -- Evaluation -- Illustration Scenario -- Extracting Means-Ends Relations -- Complementing Goal Concept Hierarchies -- Related Work -- Conclusions -- References -- Towards Implicit Knowledge Discovery from Ontology Change Log Data -- Introduction -- Ontology Change Log Data -- Analysis of Preprocessed Change Log Data -- Metrics and Patterns -- Discovery of Sequential Abstractions from Ontology Change Log -- Discovery of Different Types of Change Sequences -- Discovery of Sequential Change Pattern -- Discovery of Composite Changes -- Discovery of Causal Dependencies -- Related Work -- Conclusions -- References -- On Constructing Software Environment Ontology for Time-Continuous Environment -- Introduction -- Software Environment Ontology -- Case Study -- Developing a Problem Diagram for the Air Conditioner Controller as an Analysis Basis -- Deriving Machine Specification from the Problem Diagram -- Conclusion -- References. 327 $aOnline Internet Intrusion Detection Based on Flow Statistical Characteristics -- Introduction -- Related Work -- Online Internet Intrusion Detection Based on Flow Statistical Characteristics -- Online Internet Intrusion Detection Architecture Based on Flow Statistical Characteristics -- Feature Selection -- Seeded-Kmeans Clustering Algorithm -- Experimental Results and Analysis -- Empirical Traces -- Evaluation Metrics -- Impact of Feature Selection on Detection Accuracy -- Impact of Number of Packets for Statistics on Identification Accuracy -- Impact of Sampling Rate on Detection Accuracy -- Comparing Performance among Different Clustering Algorithm -- Conclusion -- References -- A Perspective of Knowledge Science -- Introduction -- School of Knowledge Science -- Contents of the Book: Knowledge Science -- Theory of Knowledge Construction Systems -- Knowledge Construction System -- Structure-Agency-Action Paradigm -- Evolutionary Constructive Objectivism -- Conclusion -- References -- Finding Experts in Tag Based Knowledge Sharing Communities -- Introduction -- Related Work -- Context-Aware Tag Expansion -- Identifying Tag Concepts -- Tag Expansion by Concepts -- Topic Model Based User Authority Ranking -- Experiments -- Experimental Data -- Concept Clustering and Tag Expansion -- Baseline Methods and Evaluation Metrics -- Performance Comparison -- Concluding Remarks -- References -- Data Clustering by Scaled Adjacency Matrix -- Introduction -- SAM -- Theoretical Analysis of SAM -- Convergence -- Effectiveness of SAM Algorithm -- Postprocessing of SAM -- Related Work -- Relationship between SAM and Spectral Clustering -- Relationship to Single Linkage and Minimum Spanning Tree Clustering -- Experiments -- Toy Data -- COIL-20 -- Discussions and Conclusions -- References. 327 $aAn Engineerable Ontology Based Approach for Requirements Elicitation in Process Centered Problem Domain -- Introduction -- Overview of Our Approach -- Representation Framework and Upper Level Requirement Ontology for Process Centered Requirement -- Representation Framework for Process Centered Requirement -- Upper Level Requirement Ontology for Process Centered Requirement -- The Process of Our Requirement Elicitation Approach -- A Requirement Elicitation Case Study in Taxation Domain -- Conclusion -- References -- Design of a Scalable Reasoning Engine for Distributed, Real-Time and Embedded Systems -- Introduction -- A Framework for QoS-enabled Reasoning Services -- Eliciting Requirements for Scalable and Real-Time Knowledge Dissemination -- Language and Reasoning Engine Mechanisms -- Dissemination of Knowledge in the KaRL Engine -- Quality-of-Service Mechanisms in KaRL -- Evaluating the KaRL Engine -- Knowledge Reasoning Latency -- Dissemination Latencies in KaRL -- Related Work -- Conclusions -- References -- Representing Belief Function Knowledge with Graphical Models -- Introduction -- Belief Function Theory -- Belief Networks: Conditionals for All Parents -- Belief Networks: Conditionals per Single Parent -- Definition -- Concepts of Extensions -- Computing Conditional Distributions on Merged Nodes -- Computing Joint Distribution Using Belief Chain Rule -- A New Deconditionalization Process -- Definition -- On the Computation of the Joint Distribution with the New Deconditionalization Process -- Belief Network with Bayesian bba -- Conclusion -- References -- Model of Intangible Production Network for Competence Development -- Introduction -- Evolution of the Intangible Production Concept -- Model of Intangible Production Network for Competence Development. 327 $aInterpretation of the Learning System for a Specific Knowledge Transfer in the Queuing Theory Nomenclature. 330 $aThis book constitutes the proceedings of the 5th International Conference on Knowledge Science, Engineering and Management, KSEM 2011, held in Irvine, CA, USA, in December 2011. The 34 revised full papers presented together with 7 short papers were carefully reviewed and selected from numerous submissions. 410 0$aLecture Notes in Artificial Intelligence ;$v7091 606 $aData mining 606 $aArtificial intelligence 606 $aApplication software 606 $aInformation storage and retrieval 606 $aDatabase management 606 $aComputers 606 $aData Mining and Knowledge Discovery$3https://scigraph.springernature.com/ontologies/product-market-codes/I18030 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aInformation Systems Applications (incl. 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